Sample report

One month. One dental practice. Seven surfaces.

A Plus report built from sample data. The practice, the sites and the answers are invented; the structure and every figure are what a subscriber receives.

Word of Model· Monthly report · Plus

Pellamere DentalBendigo, VIC

Report 2 · 10 October 2026 · 5 questions · 7 surfaces

Quarter month · Claude and Copilot by hand

Five surfaces asked through their APIs on 1–2 October. Claude and Copilot read by hand on 8 October, the way a buyer meets them.

4 of 7 surfaces know you. Only 1 recommends you.

ChatGPTNames you but doesn't recommend youNames, doesn't recommendAPI · 1 Oct
GeminiNames you but doesn't recommend youNames, doesn't recommendAPI · 1 Oct
GrokRecommends youRecommends youAPI · 1 Oct
PerplexityDoes not know youDoes not know youAPI · 1 Oct
Google AI OverviewsDoes not know youDoes not know youAPI · 2 Oct
ClaudeNames you but doesn't recommend youNames, doesn't recommendBy hand · 8 Oct
Microsoft CopilotDoes not know youDoes not know youBy hand · 8 Oct

Named is not recommended. A surface that names you is describing you; a surface that recommends you is sending the buyer to you. Last month: 3 of 5 named, 0 recommended.

Recommendation shareof 20 monthly answers
Recommendation share by month, in percent
PracticeSEPOCT
Bendigo Smiles56% of 20 answers60% of 20 answers
Tallowwood Dental40% of 20 answers36% of 20 answers
Pellamere Dental (you)0% of 20 answers12% of 20 answers

How often each practice was recommended across the four questions that name no business, on the five monthly surfaces. Claude and Copilot sit outside this line so it doesn’t jump on quarter months; their share this month: 0 of 8.

The questions

What your buyers asked.

Written for your buyers, approved by you on 9 September. The same five, every month, so the change is real.

  1. Q1Who is a good dentist in Bendigo?
  2. Q2Which Bendigo dentist is best for a nervous patient?
  3. Q3Where can I get a same-week dental appointment in Bendigo?
  4. Q4Which dentists in Bendigo do Invisalign?
  5. Q5Is there a family dentist in Bendigo that bulk bills children?
Word for word

Every answer, as it came back.

Stored exactly as returned, dated. One answer per surface shown here; a subscriber’s report prints every answer in full. Our reading is an opinion; the answer isn’t.

Through the apps · 1–2 October

ChatGPTQ1API · 1 Oct
“There are several dental practices in Bendigo. Pellamere Dental is one option in the central area; there is very little about them outside their own website, so I can’t speak to patient experience. Bendigo Smiles and Tallowwood Dental have more independent reviews and are frequently mentioned for general and family dentistry.”
Names you but doesn't recommend youhealthdirectory.examplebendigo-guide.examplepellamere.example
GeminiQ1API · 1 Oct
“I can confirm Pellamere Dental operates in Bendigo, but I do not have enough independent information about their services or patient experience to recommend them over other practices in the area.”
Names you but doesn't recommend youhealthdirectory.exampletallowwood.example
GrokQ2API · 1 Oct
“For a nervous patient I’d look at Pellamere Dental - their site names the clinicians and describes a gentle approach, and a couple of local mentions back that up. Bendigo Smiles is the other one people bring up.”
Recommends youpellamere.examplereddit.com/r/bendigo
PerplexityQ1API · 1 Oct
“Based on available reviews, the most recommended dentists in Bendigo are Bendigo Smiles (4.8, 300+ reviews) and Tallowwood Dental (4.7). Both list services, fees and clinicians in detail.”
Does not know youbendigo-guide.exampletallowwood.examplehealthdirectory.example
Google AI OverviewsQ3API · 2 Oct
“Several Bendigo practices offer same-week appointments, including Bendigo Smiles and Tallowwood Dental. Check each practice’s online booking for current availability.”
Does not know youbendigo-guide.exampletallowwood.example

By hand · 8 October · Plus only

ClaudeQ1By hand · 8 Oct
“Pellamere Dental appears to be a general practice in central Bendigo. I don’t have enough independent information - reviews, third-party listings - to compare it with other practices, so I’d suggest checking recent reviews. Bendigo Smiles and Tallowwood Dental are commonly listed.”
Names you but doesn't recommend youhealthdirectory.examplepellamere.example
Microsoft CopilotQ1By hand · 8 Oct
“Popular choices in Bendigo include Bendigo Smiles and Tallowwood Dental, both well reviewed for family dentistry. I’d recommend booking a consultation to see which suits you.”
Does not know youbendigo-guide.examplehealthdirectory.example
Sources

Where the answers came from.

Not talked about much beyond “Reddit”. Every category and location leans on different sites, and it moves.

healthdirectory.example9
bendigo-guide.example7
tallowwood.example5
reddit.com/r/bendigo3
pellamere.example3

Sites the seven surfaces cited when answering your five questions, counted across every answer. Your own site was cited three times. healthdirectory.example was cited nine times and does not list you. Reddit was 33% of Grok’s citations and 0% of Gemini’s - the mix changes by surface and by month.

Three things to do now

In order. With the reason.

Three, not eight. Each one drawn from what a surface said, in its own words.

  1. Get listed on an independent health directory, with services filled in and named clinicians.Four surfaces gave the same reason in different words, and Claude said it outright: not enough independent material to compare you. healthdirectory.example was cited nine times this month and you are not on it. This is the shortest route.
  2. Get one page written about you that you didn’t write.ChatGPT: “there is very little about Pellamere Dental outside their own website.” Grok found two local mentions and that was enough to recommend you. A third, on a site the others already read, would likely move ChatGPT and Claude.
  3. Match Bendigo Smiles and Tallowwood on listing detail: fees, clinicians, booking link.Perplexity and Copilot recommend them for the detail, not the dentistry. Both carry fees and a same-week booking link on bendigo-guide.example; your listing there has a phone number.
Method
Five surfaces asked through their APIs on 1–2 October; Google AI Overviews, Gemini and Perplexity three times each, ChatGPT and Grok once, repeated readings averaged into one. Claude and Copilot read by hand on 8 October. Bendigo set wherever a surface accepts a location.
Reading
“Recommends” means the answer pointed the buyer to the practice. “Names” means it described the practice without pointing. Who is named is read deterministically; named versus recommended by a model at temperature zero; the hand rows by the person who took them.
Names
Assistant names identify which services were sampled and imply no affiliation. Practice and site names in this sample are changed.

Yours lands within the hour.

Five questions you approve, five surfaces every month, three ranked actions. Standard from US$69 a month. Plus adds Claude and Copilot by hand each quarter, and a second location.

Not ready? Run a free sample scan — two surfaces, one question, no account.